Advanced Gemini for Developers

Learn patterns and scenarios for designing and implementing LLM-based applications using Google Gemini.

Introduction

• Design and implement LLM-based applications using Google Gemini
• What you should know
• About using cloud services

1. Agent Builder

• Understand Google Agent Builder
• Use Agent Builder with cloud builder
• Build recommender app with Agent Builder
• Use Agent Builder with FIHR databases

2. Vertex AI Studio

• Test language models
• Test vision models
• Test speech models
• Test multi models

3. Model Garden

• Test Gemini and Gemma models
• Test Hugging Face
• Test open source models
• Test medical open source models

4. Jump Start Architectures

• GenAI RAG with Cloud SQL
• Generative knowledge base
• GenAI RAG on GKE
• GenAI RAG on VertexAI with evaluation

Conclusion

• Next steps